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Volumn , Issue , 2008, Pages 544-551

Transfer of samples in batch reinforcement learning

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING ALGORITHMS; MACHINE LEARNING; EDUCATION; LEARNING SYSTEMS; REINFORCEMENT; REINFORCEMENT LEARNING; ROBOT LEARNING; TARGETS;

EID: 56049125072     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1390156.1390225     Document Type: Conference Paper
Times cited : (167)

References (13)
  • 1
    • 33745957999 scopus 로고    scopus 로고
    • Task similarity measures for transfer in reinforcement learning task libraries
    • Carroll, J. L., & Seppi, K. (2005). Task similarity measures for transfer in reinforcement learning task libraries. Proceedings of IJCNN (pp. 803-808).
    • (2005) Proceedings of IJCNN , pp. 803-808
    • Carroll, J.L.1    Seppi, K.2
  • 2
    • 31844447221 scopus 로고    scopus 로고
    • Identifying useful subgoals in reinforcement learning by local graph partitioning
    • Şimşek, O., Wolfe, A. P., & Barto, A. G. (2005). Identifying useful subgoals in reinforcement learning by local graph partitioning. Proceedings of ICML (pp. 816-823).
    • (2005) Proceedings of ICML , pp. 816-823
    • Şimşek, O.1    Wolfe, A.P.2    Barto, A.G.3
  • 4
    • 38149108415 scopus 로고    scopus 로고
    • Metrics for finite markov decision processes
    • Ferns, N., Panangaden, P., & Precup, D. (2004). Metrics for finite markov decision processes. Proceedings of UAI (pp. 162-169).
    • (2004) Proceedings of UAI , pp. 162-169
    • Ferns, N.1    Panangaden, P.2    Precup, D.3
  • 5
    • 84874668709 scopus 로고    scopus 로고
    • Model-based function approximation for reinforcement learning
    • Jong, N. K., & Stone, P. (2007). Model-based function approximation for reinforcement learning. Proceedings of AAMAS (pp. 1-8).
    • (2007) Proceedings of AAMAS , pp. 1-8
    • Jong, N.K.1    Stone, P.2
  • 6
    • 84880873347 scopus 로고    scopus 로고
    • Building portable options: Skill transfer in reinforcement learning
    • Konidaris, G., & Barto, A. G. (2007). Building portable options: Skill transfer in reinforcement learning. Proceedings of IJCAI (pp. 895-900).
    • (2007) Proceedings of IJCAI , pp. 895-900
    • Konidaris, G.1    Barto, A.G.2
  • 9
    • 56449106788 scopus 로고    scopus 로고
    • Knowledge transfer in markov decision processes
    • McGill School of Computer Science
    • Phillips, C. (2006). Knowledge transfer in markov decision processes (Technical Report). McGill School of Computer Science. (http://www.cs.mcgill.ca/~martin/usrs/phillips.pdf).
    • (2006) Technical Report
    • Phillips, C.1
  • 13
    • 34848816477 scopus 로고    scopus 로고
    • Transfer learning via inter-task mappings for temporal difference learning
    • Taylor, M. E., Stone, P., & Liu, Y. (2007). Transfer learning via inter-task mappings for temporal difference learning. Journal of Machine Learning Research, 8, 2125-2167.
    • (2007) Journal of Machine Learning Research , vol.8 , pp. 2125-2167
    • Taylor, M.E.1    Stone, P.2    Liu, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.